Profile Job Results
Jobs
jwgo9vdxg
Results Ready
Name
whisper_base_en_WhisperDecoder
Target Device
- QCS8550 (Proxy)
- Android 12
- Qualcomm® QCS8550
Creator
ai-hub-support@qti.qualcomm.com
Target Model
Input Specs
x: int32[1, 1]index: int32[1, 1]k_cache_cross: float32[6, 8, 64, 1500]v_cache_cross: float32[6, 8, 1500, 64]k_cache_self: float32[6, 8, 64, 224]v_cache_self: float32[6, 8, 224, 64]Completion Time
8/27/2024, 8:27:01 AM
Versions
- TensorFlow Lite: 2.16.1
- QNN TfLite Delegate: v2.25.0.240728104910_97711
- Android: 14 (UP1A.231005.007)
- AI Hub: aihub-2024.08.23.0
Estimated Inference Time
13.8 ms
Estimated Peak Memory Usage
5 - 7 MB
Compute Units
NPU
983
| Stage | Time | Memory |
|---|---|---|
First App Load | 4.77 s | 1,016-1,018 MB |
Subsequent App Load | 316 ms | 113-585 MB |
Inference | 13.8 ms | 5-7 MB |
| TensorFlow Lite | Value |
|---|---|
| number_of_threads | 4 |
| QNN Delegate | Value |
|---|---|
| backend_type | kHtpBackend |
| log_level | kLogLevelWarn |
| htp_options.performance_mode | kHtpBurst |
| htp_options.precision | kHtpFp16 |
| htp_options.useConvHmx | true |
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